{"id":"W6958512401","doi":"10.6084/m9.figshare.28862409","title":"Additional file 1 of Chemotherapy receipt in affected BRCA1/2 and PALB2 carriers with operable breast cancer: the impact of early detection and pre-diagnostic awareness on clinical outcomes and treatment","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Receipt; Chemotherapy; PALB2; Breast cancer; Clinical trial; Cancer treatment","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001073129,0.0007390723,0.001026501,0.001538666,0.0007227028,0.0009434835,0.001139503,0.001014482,0.8104008],"category_scores_gemma":[0.02827438,0.0004127818,0.0008177189,0.002954663,0.000152471,0.00128282,0.0007014621,0.0007718693,0.08732534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009676514,"about_ca_system_score_gemma":0.001335449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01221394,"about_ca_topic_score_gemma":0.01480537,"domain_scores_codex":[0.9993826,0.0001310709,0.0001429756,0.0001425547,0.0001050501,0.00009563687],"domain_scores_gemma":[0.9808162,0.01408258,0.002010472,0.0007389779,0.001886484,0.0004653769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005880489,0.0001309468,0.009913091,0.002377156,0.00007952989,0.00009527237,0.00007028281,0.0004432309,0.0000477322,0.0007612691,0.9737501,0.01174339],"study_design_scores_gemma":[0.01101138,0.001061081,0.2460418,0.01216094,0.0006731334,0.002326393,0.001442289,0.004560057,0.0008234176,0.0199671,0.6996194,0.0003130418],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0005003158,0.00002903176,0.0001075556,0.0001201535,0.00001685286,0.00005508105,0.9980095,0.00005964776,0.001101915],"genre_scores_gemma":[0.03190525,0.0003915791,0.002300291,0.0009031775,0.0001832148,0.002558982,0.9456257,0.0003459357,0.01578582],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8104008,"threshold_uncertainty_score":0.2704401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01493813404291769,"score_gpt":0.319936728855187,"score_spread":0.3049985948122693,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}